Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 8 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 195.3 KiB |
| Average record size in memory | 200.0 B |
Variable types
| Categorical | 13 |
|---|---|
| Text | 3 |
| Numeric | 7 |
| Boolean | 1 |
Operating Certificate Number is highly overall correlated with Facility ID and 1 other fields | High correlation |
Facility ID is highly overall correlated with Operating Certificate Number | High correlation |
Length of Stay is highly overall correlated with Total Charges and 1 other fields | High correlation |
APR DRG Code is highly overall correlated with APR MDC Code and 2 other fields | High correlation |
APR MDC Code is highly overall correlated with APR DRG Code and 1 other fields | High correlation |
Total Charges is highly overall correlated with Length of Stay and 1 other fields | High correlation |
Total Costs is highly overall correlated with Length of Stay and 1 other fields | High correlation |
Health Service Area is highly overall correlated with Operating Certificate Number | High correlation |
Age Group is highly overall correlated with APR MDC Description | High correlation |
Type of Admission is highly overall correlated with APR DRG Code and 2 other fields | High correlation |
APR MDC Description is highly overall correlated with APR DRG Code and 3 other fields | High correlation |
APR Severity of Illness Code is highly overall correlated with APR Severity of Illness Description and 1 other fields | High correlation |
APR Severity of Illness Description is highly overall correlated with APR Severity of Illness Code and 1 other fields | High correlation |
APR Risk of Mortality is highly overall correlated with APR Severity of Illness Code and 1 other fields | High correlation |
Emergency Department Indicator is highly overall correlated with Type of Admission | High correlation |
Patient Disposition is highly imbalanced (56.0%) | Imbalance |
Reproduction
| Analysis started | 2023-06-23 16:18:11.209075 |
|---|---|
| Analysis finished | 2023-06-23 16:18:37.978918 |
| Duration | 26.77 seconds |
| Software version | ydata-profiling vv4.3.1 |
| Download configuration | config.json |
Health Service Area
Categorical
HIGH CORRELATION 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 15.6 KiB |
| New York City | |
|---|---|
| Long Island | |
| Hudson Valley | |
| Central NY | |
| Finger Lakes | |
| Other values (3) |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 12.271543 |
| Min length | 10 |
Characters and Unicode
| Total characters | 12247 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | New York City |
|---|---|
| 2nd row | New York City |
| 3rd row | New York City |
| 4th row | Long Island |
| 5th row | New York City |
Common Values
| Value | Count | Frequency (%) |
| New York City | 473 | |
| Long Island | 153 | 15.3% |
| Hudson Valley | 100 | 10.0% |
| Central NY | 78 | 7.8% |
| Finger Lakes | 71 | 7.1% |
| Western NY | 57 | 5.7% |
| Capital/Adiron | 55 | 5.5% |
| Southern Tier | 11 | 1.1% |
| (Missing) | 2 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 473 | |
| york | 473 | |
| city | 473 | |
| long | 153 | 6.3% |
| island | 153 | 6.3% |
| ny | 135 | 5.6% |
| hudson | 100 | 4.1% |
| valley | 100 | 4.1% |
| central | 78 | 3.2% |
| finger | 71 | 2.9% |
| Other values (5) | 205 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1416 | 11.6% | |
| e | 929 | 7.6% |
| o | 792 | 6.5% |
| r | 756 | 6.2% |
| n | 678 | 5.5% |
| t | 674 | 5.5% |
| i | 665 | 5.4% |
| N | 608 | 5.0% |
| Y | 608 | 5.0% |
| C | 606 | 4.9% |
| Other values (21) | 4515 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8172 | |
| Uppercase Letter | 2604 | 21.3% |
| Space Separator | 1416 | 11.6% |
| Other Punctuation | 55 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 929 | |
| o | 792 | |
| r | 756 | |
| n | 678 | |
| t | 674 | |
| i | 665 | |
| y | 573 | 7.0% |
| k | 544 | 6.7% |
| a | 512 | 6.3% |
| l | 486 | 5.9% |
| Other values (7) | 1563 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 608 | |
| Y | 608 | |
| C | 606 | |
| L | 224 | 8.6% |
| I | 153 | 5.9% |
| H | 100 | 3.8% |
| V | 100 | 3.8% |
| F | 71 | 2.7% |
| W | 57 | 2.2% |
| A | 55 | 2.1% |
| Other values (2) | 22 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 1416 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 55 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10776 | |
| Common | 1471 | 12.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 929 | 8.6% |
| o | 792 | 7.3% |
| r | 756 | 7.0% |
| n | 678 | 6.3% |
| t | 674 | 6.3% |
| i | 665 | 6.2% |
| N | 608 | 5.6% |
| Y | 608 | 5.6% |
| C | 606 | 5.6% |
| y | 573 | 5.3% |
| Other values (19) | 3887 |
Common
| Value | Count | Frequency (%) |
| 1416 | ||
| / | 55 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12247 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1416 | 11.6% | |
| e | 929 | 7.6% |
| o | 792 | 6.5% |
| r | 756 | 6.2% |
| n | 678 | 5.5% |
| t | 674 | 5.5% |
| i | 665 | 5.4% |
| N | 608 | 5.0% |
| Y | 608 | 5.0% |
| C | 606 | 4.9% |
| Other values (21) | 4515 |
Hospital County
Text
| Distinct | 51 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory size | 15.6 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 6.9058116 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6892 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | Kings |
|---|---|
| 2nd row | Manhattan |
| 3rd row | Manhattan |
| 4th row | Suffolk |
| 5th row | Kings |
| Value | Count | Frequency (%) |
| manhattan | 167 | |
| kings | 127 | |
| nassau | 85 | 8.5% |
| bronx | 81 | 8.1% |
| queens | 80 | 8.0% |
| suffolk | 68 | 6.8% |
| monroe | 57 | 5.7% |
| westchester | 44 | 4.4% |
| erie | 42 | 4.2% |
| onondaga | 40 | 4.0% |
| Other values (42) | 214 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 914 | |
| n | 908 | |
| e | 554 | 8.0% |
| s | 535 | 7.8% |
| t | 493 | 7.2% |
| o | 394 | 5.7% |
| r | 317 | 4.6% |
| u | 286 | 4.1% |
| h | 267 | 3.9% |
| M | 229 | 3.3% |
| Other values (36) | 1995 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5880 | |
| Uppercase Letter | 1005 | 14.6% |
| Space Separator | 7 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 914 | |
| n | 908 | |
| e | 554 | |
| s | 535 | |
| t | 493 | |
| o | 394 | 6.7% |
| r | 317 | 5.4% |
| u | 286 | 4.9% |
| h | 267 | 4.5% |
| i | 224 | 3.8% |
| Other values (14) | 988 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 229 | |
| K | 127 | |
| S | 95 | |
| B | 90 | 9.0% |
| N | 89 | 8.9% |
| Q | 80 | 8.0% |
| O | 77 | 7.7% |
| W | 54 | 5.4% |
| E | 42 | 4.2% |
| R | 40 | 4.0% |
| Other values (11) | 82 | 8.2% |
Space Separator
| Value | Count | Frequency (%) |
| 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6885 | |
| Common | 7 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 914 | |
| n | 908 | |
| e | 554 | 8.0% |
| s | 535 | 7.8% |
| t | 493 | 7.2% |
| o | 394 | 5.7% |
| r | 317 | 4.6% |
| u | 286 | 4.2% |
| h | 267 | 3.9% |
| M | 229 | 3.3% |
| Other values (35) | 1988 |
Common
| Value | Count | Frequency (%) |
| 7 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6892 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 914 | |
| n | 908 | |
| e | 554 | 8.0% |
| s | 535 | 7.8% |
| t | 493 | 7.2% |
| o | 394 | 5.7% |
| r | 317 | 4.6% |
| u | 286 | 4.1% |
| h | 267 | 3.9% |
| M | 229 | 3.3% |
| Other values (36) | 1995 |
Operating Certificate Number
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 157 |
|---|---|
| Distinct (%) | 15.7% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5090925.3 |
| Minimum | 101000 |
|---|---|
| Maximum | 7004010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.6 KiB |
Quantile statistics
| Minimum | 101000 |
|---|---|
| 5-th percentile | 1302000.9 |
| Q1 | 2952005 |
| median | 5907001 |
| Q3 | 7002002 |
| 95-th percentile | 7003004 |
| Maximum | 7004010 |
| Range | 6903010 |
| Interquartile range (IQR) | 4049997 |
Descriptive statistics
| Standard deviation | 2159187.1 |
|---|---|
| Coefficient of variation (CV) | 0.42412468 |
| Kurtosis | -0.93403995 |
| Mean | 5090925.3 |
| Median Absolute Deviation (MAD) | 1095053 |
| Skewness | -0.66572673 |
| Sum | 5.0807435 × 109 |
| Variance | 4.6620889 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7002054 | 44 | 4.4% |
| 7000006 | 33 | 3.3% |
| 2701005 | 27 | 2.7% |
| 7002024 | 25 | 2.5% |
| 1401014 | 24 | 2.4% |
| 2951001 | 24 | 2.4% |
| 7002032 | 22 | 2.2% |
| 7001021 | 21 | 2.1% |
| 7002002 | 21 | 2.1% |
| 7003004 | 19 | 1.9% |
| Other values (147) | 738 |
| Value | Count | Frequency (%) |
| 101000 | 7 | |
| 101004 | 7 | |
| 228000 | 2 | 0.2% |
| 301001 | 2 | 0.2% |
| 303001 | 7 | |
| 401001 | 1 | 0.1% |
| 427000 | 1 | 0.1% |
| 501000 | 2 | 0.2% |
| 601000 | 3 | |
| 602001 | 3 |
| Value | Count | Frequency (%) |
| 7004010 | 5 | 0.5% |
| 7004003 | 13 | |
| 7003013 | 9 | |
| 7003010 | 8 | |
| 7003007 | 4 | 0.4% |
| 7003006 | 3 | 0.3% |
| 7003004 | 19 | |
| 7003003 | 8 | |
| 7003001 | 6 | 0.6% |
| 7003000 | 13 |
Facility ID
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 180 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1045.6012 |
| Minimum | 1 |
|---|---|
| Maximum | 3975 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 180.85 |
| Q1 | 541 |
| median | 1117 |
| Q3 | 1450 |
| 95-th percentile | 1698.75 |
| Maximum | 3975 |
| Range | 3974 |
| Interquartile range (IQR) | 909 |
Descriptive statistics
| Standard deviation | 629.88876 |
|---|---|
| Coefficient of variation (CV) | 0.60241779 |
| Kurtosis | 3.7775221 |
| Mean | 1045.6012 |
| Median Absolute Deviation (MAD) | 352 |
| Skewness | 1.2419867 |
| Sum | 1043510 |
| Variance | 396759.85 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 413 | 27 | 2.7% |
| 1464 | 25 | 2.5% |
| 541 | 22 | 2.2% |
| 1456 | 21 | 2.1% |
| 1306 | 21 | 2.1% |
| 1305 | 19 | 1.9% |
| 245 | 18 | 1.8% |
| 630 | 17 | 1.7% |
| 511 | 16 | 1.6% |
| 1439 | 15 | 1.5% |
| Other values (170) | 797 |
| Value | Count | Frequency (%) |
| 1 | 7 | |
| 5 | 7 | |
| 39 | 2 | 0.2% |
| 42 | 3 | |
| 43 | 2 | 0.2% |
| 58 | 4 | |
| 66 | 1 | 0.1% |
| 85 | 2 | 0.2% |
| 98 | 3 | |
| 103 | 3 |
| Value | Count | Frequency (%) |
| 3975 | 6 | |
| 3376 | 5 | |
| 3297 | 1 | 0.1% |
| 3067 | 9 | |
| 3058 | 11 | |
| 1740 | 12 | |
| 1738 | 5 | |
| 1737 | 1 | 0.1% |
| 1692 | 6 | |
| 1639 | 4 | 0.4% |
Facility Name
Text
| Distinct | 180 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
Length
| Max length | 70 |
|---|---|
| Median length | 53 |
| Mean length | 32.195 |
| Min length | 14 |
Characters and Unicode
| Total characters | 32195 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 38 ? |
|---|---|
| Unique (%) | 3.8% |
Sample
| 1st row | University Hospital of Brooklyn |
|---|---|
| 2nd row | NYU Hospital for Joint Diseases |
| 3rd row | Hospital for Special Surgery |
| 4th row | Good Samaritan Hospital Medical Center |
| 5th row | Coney Island Hospital |
| Value | Count | Frequency (%) |
| hospital | 738 | 16.5% |
| center | 429 | 9.6% |
| medical | 274 | 6.1% |
| 177 | 4.0% | |
| st | 124 | 2.8% |
| new | 96 | 2.1% |
| york | 96 | 2.1% |
| university | 87 | 1.9% |
| of | 75 | 1.7% |
| memorial | 71 | 1.6% |
| Other values (280) | 2302 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3485 | 10.8% | |
| e | 3018 | 9.4% |
| t | 2372 | 7.4% |
| i | 2334 | 7.2% |
| a | 2147 | 6.7% |
| o | 2135 | 6.6% |
| s | 1874 | 5.8% |
| l | 1866 | 5.8% |
| n | 1735 | 5.4% |
| r | 1658 | 5.1% |
| Other values (46) | 9571 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23959 | |
| Uppercase Letter | 4426 | 13.7% |
| Space Separator | 3485 | 10.8% |
| Dash Punctuation | 211 | 0.7% |
| Other Punctuation | 114 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3018 | |
| t | 2372 | |
| i | 2334 | |
| a | 2147 | |
| o | 2135 | |
| s | 1874 | |
| l | 1866 | |
| n | 1735 | |
| r | 1658 | |
| p | 906 | 3.8% |
| Other values (15) | 3914 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 945 | |
| C | 709 | |
| M | 556 | |
| S | 391 | |
| N | 221 | 5.0% |
| L | 161 | 3.6% |
| U | 156 | 3.5% |
| P | 131 | 3.0% |
| B | 128 | 2.9% |
| D | 128 | 2.9% |
| Other values (14) | 900 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 38 | |
| ' | 34 | |
| / | 26 | |
| . | 14 | 12.3% |
| , | 2 | 1.8% |
Space Separator
| Value | Count | Frequency (%) |
| 3485 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 211 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 28385 | |
| Common | 3810 | 11.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3018 | 10.6% |
| t | 2372 | 8.4% |
| i | 2334 | 8.2% |
| a | 2147 | 7.6% |
| o | 2135 | 7.5% |
| s | 1874 | 6.6% |
| l | 1866 | 6.6% |
| n | 1735 | 6.1% |
| r | 1658 | 5.8% |
| H | 945 | 3.3% |
| Other values (39) | 8301 |
Common
| Value | Count | Frequency (%) |
| 3485 | ||
| - | 211 | 5.5% |
| & | 38 | 1.0% |
| ' | 34 | 0.9% |
| / | 26 | 0.7% |
| . | 14 | 0.4% |
| , | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3485 | 10.8% | |
| e | 3018 | 9.4% |
| t | 2372 | 7.4% |
| i | 2334 | 7.2% |
| a | 2147 | 6.7% |
| o | 2135 | 6.6% |
| s | 1874 | 5.8% |
| l | 1866 | 5.8% |
| n | 1735 | 5.4% |
| r | 1658 | 5.1% |
| Other values (46) | 9571 |
Age Group
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| 50 to 69 | |
|---|---|
| 70 or Older | |
| 30 to 49 | |
| 0 to 17 | |
| 18 to 29 |
Length
| Max length | 11 |
|---|---|
| Median length | 8 |
| Mean length | 8.68 |
| Min length | 7 |
Characters and Unicode
| Total characters | 8680 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 50 to 69 |
|---|---|
| 2nd row | 30 to 49 |
| 3rd row | 50 to 69 |
| 4th row | 18 to 29 |
| 5th row | 50 to 69 |
Common Values
| Value | Count | Frequency (%) |
| 50 to 69 | 296 | |
| 70 or Older | 268 | |
| 30 to 49 | 201 | |
| 0 to 17 | 124 | |
| 18 to 29 | 111 | 11.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| to | 732 | |
| 50 | 296 | |
| 69 | 296 | |
| 70 | 268 | 8.9% |
| or | 268 | 8.9% |
| older | 268 | 8.9% |
| 30 | 201 | 6.7% |
| 49 | 201 | 6.7% |
| 0 | 124 | 4.1% |
| 17 | 124 | 4.1% |
| Other values (2) | 222 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2000 | ||
| o | 1000 | |
| 0 | 889 | |
| t | 732 | 8.4% |
| 9 | 608 | 7.0% |
| r | 536 | 6.2% |
| 7 | 392 | 4.5% |
| 5 | 296 | 3.4% |
| 6 | 296 | 3.4% |
| d | 268 | 3.1% |
| Other values (8) | 1663 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3340 | |
| Lowercase Letter | 3072 | |
| Space Separator | 2000 | |
| Uppercase Letter | 268 | 3.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 889 | |
| 9 | 608 | |
| 7 | 392 | |
| 5 | 296 | 8.9% |
| 6 | 296 | 8.9% |
| 1 | 235 | 7.0% |
| 3 | 201 | 6.0% |
| 4 | 201 | 6.0% |
| 8 | 111 | 3.3% |
| 2 | 111 | 3.3% |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1000 | |
| t | 732 | |
| r | 536 | |
| d | 268 | 8.7% |
| e | 268 | 8.7% |
| l | 268 | 8.7% |
Space Separator
| Value | Count | Frequency (%) |
| 2000 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 268 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5340 | |
| Latin | 3340 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2000 | ||
| 0 | 889 | |
| 9 | 608 | 11.4% |
| 7 | 392 | 7.3% |
| 5 | 296 | 5.5% |
| 6 | 296 | 5.5% |
| 1 | 235 | 4.4% |
| 3 | 201 | 3.8% |
| 4 | 201 | 3.8% |
| 8 | 111 | 2.1% |
Latin
| Value | Count | Frequency (%) |
| o | 1000 | |
| t | 732 | |
| r | 536 | |
| d | 268 | 8.0% |
| e | 268 | 8.0% |
| O | 268 | 8.0% |
| l | 268 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8680 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2000 | ||
| o | 1000 | |
| 0 | 889 | |
| t | 732 | 8.4% |
| 9 | 608 | 7.0% |
| r | 536 | 6.2% |
| 7 | 392 | 4.5% |
| 5 | 296 | 3.4% |
| 6 | 296 | 3.4% |
| d | 268 | 3.1% |
| Other values (8) | 1663 |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| F | |
|---|---|
| M |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F |
|---|---|
| 2nd row | F |
| 3rd row | M |
| 4th row | M |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| F | 569 | |
| M | 431 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 569 | |
| m | 431 |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 569 | |
| M | 431 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 569 | |
| M | 431 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 569 | |
| M | 431 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 569 | |
| M | 431 |
Race
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| White | |
|---|---|
| Black/African American | |
| Other Race | |
| Unknown | 12 |
Length
| Max length | 22 |
|---|---|
| Median length | 5 |
| Mean length | 9.378 |
| Min length | 5 |
Characters and Unicode
| Total characters | 9378 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Black/African American |
|---|---|
| 2nd row | White |
| 3rd row | White |
| 4th row | White |
| 5th row | Black/African American |
Common Values
| Value | Count | Frequency (%) |
| White | 602 | |
| Black/African American | 202 | 20.2% |
| Other Race | 184 | 18.4% |
| Unknown | 12 | 1.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| white | 602 | |
| black/african | 202 | 14.6% |
| american | 202 | 14.6% |
| other | 184 | 13.3% |
| race | 184 | 13.3% |
| unknown | 12 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1172 | |
| i | 1006 | |
| a | 790 | 8.4% |
| c | 790 | 8.4% |
| h | 786 | 8.4% |
| t | 786 | 8.4% |
| W | 602 | 6.4% |
| r | 588 | 6.3% |
| n | 440 | 4.7% |
| A | 404 | 4.3% |
| Other values (12) | 2014 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7202 | |
| Uppercase Letter | 1588 | 16.9% |
| Space Separator | 386 | 4.1% |
| Other Punctuation | 202 | 2.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1172 | |
| i | 1006 | |
| a | 790 | |
| c | 790 | |
| h | 786 | |
| t | 786 | |
| r | 588 | |
| n | 440 | 6.1% |
| k | 214 | 3.0% |
| f | 202 | 2.8% |
| Other values (4) | 428 | 5.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 602 | |
| A | 404 | |
| B | 202 | 12.7% |
| O | 184 | 11.6% |
| R | 184 | 11.6% |
| U | 12 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 386 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 202 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8790 | |
| Common | 588 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1172 | |
| i | 1006 | |
| a | 790 | |
| c | 790 | |
| h | 786 | |
| t | 786 | |
| W | 602 | |
| r | 588 | |
| n | 440 | 5.0% |
| A | 404 | 4.6% |
| Other values (10) | 1426 |
Common
| Value | Count | Frequency (%) |
| 386 | ||
| / | 202 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9378 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1172 | |
| i | 1006 | |
| a | 790 | 8.4% |
| c | 790 | 8.4% |
| h | 786 | 8.4% |
| t | 786 | 8.4% |
| W | 602 | 6.4% |
| r | 588 | 6.3% |
| n | 440 | 4.7% |
| A | 404 | 4.3% |
| Other values (12) | 2014 |
Ethnicity
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| Not Span/Hispanic | |
|---|---|
| Spanish/Hispanic | |
| Unknown | 69 |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.194 |
| Min length | 7 |
Characters and Unicode
| Total characters | 16194 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Not Span/Hispanic |
|---|---|
| 2nd row | Not Span/Hispanic |
| 3rd row | Not Span/Hispanic |
| 4th row | Spanish/Hispanic |
| 5th row | Not Span/Hispanic |
Common Values
| Value | Count | Frequency (%) |
| Not Span/Hispanic | 815 | |
| Spanish/Hispanic | 116 | 11.6% |
| Unknown | 69 | 6.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| not | 815 | |
| span/hispanic | 815 | |
| spanish/hispanic | 116 | 6.4% |
| unknown | 69 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2069 | |
| i | 1978 | |
| p | 1862 | |
| a | 1862 | |
| s | 1047 | 6.5% |
| / | 931 | 5.7% |
| c | 931 | 5.7% |
| S | 931 | 5.7% |
| H | 931 | 5.7% |
| o | 884 | 5.5% |
| Other values (7) | 2768 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11702 | |
| Uppercase Letter | 2746 | 17.0% |
| Other Punctuation | 931 | 5.7% |
| Space Separator | 815 | 5.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 2069 | |
| i | 1978 | |
| p | 1862 | |
| a | 1862 | |
| s | 1047 | |
| c | 931 | |
| o | 884 | |
| t | 815 | 7.0% |
| h | 116 | 1.0% |
| k | 69 | 0.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 931 | |
| H | 931 | |
| N | 815 | |
| U | 69 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 931 |
Space Separator
| Value | Count | Frequency (%) |
| 815 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14448 | |
| Common | 1746 | 10.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 2069 | |
| i | 1978 | |
| p | 1862 | |
| a | 1862 | |
| s | 1047 | |
| c | 931 | |
| S | 931 | |
| H | 931 | |
| o | 884 | |
| N | 815 | 5.6% |
| Other values (5) | 1138 |
Common
| Value | Count | Frequency (%) |
| / | 931 | |
| 815 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16194 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 2069 | |
| i | 1978 | |
| p | 1862 | |
| a | 1862 | |
| s | 1047 | 6.5% |
| / | 931 | 5.7% |
| c | 931 | 5.7% |
| S | 931 | 5.7% |
| H | 931 | 5.7% |
| o | 884 | 5.5% |
| Other values (7) | 2768 |
Length of Stay
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 39 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.535 |
| Minimum | 1 |
|---|---|
| Maximum | 120 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 17 |
| Maximum | 120 |
| Range | 119 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 8.6455492 |
|---|---|
| Coefficient of variation (CV) | 1.5619782 |
| Kurtosis | 76.905785 |
| Mean | 5.535 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 7.229994 |
| Sum | 5535 |
| Variance | 74.745521 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 216 | |
| 1 | 178 | |
| 3 | 158 | |
| 4 | 99 | |
| 5 | 66 | 6.6% |
| 6 | 64 | 6.4% |
| 7 | 38 | 3.8% |
| 8 | 31 | 3.1% |
| 9 | 18 | 1.8% |
| 11 | 17 | 1.7% |
| Other values (29) | 115 |
| Value | Count | Frequency (%) |
| 1 | 178 | |
| 2 | 216 | |
| 3 | 158 | |
| 4 | 99 | |
| 5 | 66 | 6.6% |
| 6 | 64 | 6.4% |
| 7 | 38 | 3.8% |
| 8 | 31 | 3.1% |
| 9 | 18 | 1.8% |
| 10 | 14 | 1.4% |
| Value | Count | Frequency (%) |
| 120 | 2 | |
| 90 | 1 | |
| 75 | 1 | |
| 61 | 1 | |
| 48 | 1 | |
| 47 | 1 | |
| 42 | 1 | |
| 38 | 1 | |
| 36 | 2 | |
| 31 | 1 |
Type of Admission
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| Emergency | |
|---|---|
| Elective | |
| Urgent | |
| Newborn | |
| Not Available | 1 |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 8.339 |
| Min length | 6 |
Characters and Unicode
| Total characters | 8339 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Emergency |
|---|---|
| 2nd row | Elective |
| 3rd row | Elective |
| 4th row | Emergency |
| 5th row | Emergency |
Common Values
| Value | Count | Frequency (%) |
| Emergency | 631 | |
| Elective | 176 | 17.6% |
| Urgent | 105 | 10.5% |
| Newborn | 87 | 8.7% |
| Not Available | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| emergency | 631 | |
| elective | 176 | 17.6% |
| urgent | 105 | 10.5% |
| newborn | 87 | 8.7% |
| not | 1 | 0.1% |
| available | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1807 | |
| r | 823 | |
| n | 823 | |
| E | 807 | |
| c | 807 | |
| g | 736 | |
| y | 631 | 7.6% |
| m | 631 | 7.6% |
| t | 282 | 3.4% |
| l | 178 | 2.1% |
| Other values (10) | 814 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7337 | |
| Uppercase Letter | 1001 | 12.0% |
| Space Separator | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1807 | |
| r | 823 | |
| n | 823 | |
| c | 807 | |
| g | 736 | |
| y | 631 | 8.6% |
| m | 631 | 8.6% |
| t | 282 | 3.8% |
| l | 178 | 2.4% |
| v | 177 | 2.4% |
| Other values (5) | 442 | 6.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 807 | |
| U | 105 | 10.5% |
| N | 88 | 8.8% |
| A | 1 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8338 | |
| Common | 1 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1807 | |
| r | 823 | |
| n | 823 | |
| E | 807 | |
| c | 807 | |
| g | 736 | |
| y | 631 | 7.6% |
| m | 631 | 7.6% |
| t | 282 | 3.4% |
| l | 178 | 2.1% |
| Other values (9) | 813 |
Common
| Value | Count | Frequency (%) |
| 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8339 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1807 | |
| r | 823 | |
| n | 823 | |
| E | 807 | |
| c | 807 | |
| g | 736 | |
| y | 631 | 7.6% |
| m | 631 | 7.6% |
| t | 282 | 3.4% |
| l | 178 | 2.1% |
| Other values (10) | 814 |
Patient Disposition
Categorical
IMBALANCE 
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| Home or Self Care | |
|---|---|
| Home w/ Home Health Services | |
| Skilled Nursing Home | |
| Left Against Medical Advice | 28 |
| Short-term Hospital | 26 |
| Other values (11) | 58 |
Length
| Max length | 37 |
|---|---|
| Median length | 17 |
| Mean length | 19.401 |
| Min length | 7 |
Characters and Unicode
| Total characters | 19401 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | Home or Self Care |
|---|---|
| 2nd row | Home w/ Home Health Services |
| 3rd row | Home or Self Care |
| 4th row | Home or Self Care |
| 5th row | Home or Self Care |
Common Values
| Value | Count | Frequency (%) |
| Home or Self Care | 661 | |
| Home w/ Home Health Services | 141 | 14.1% |
| Skilled Nursing Home | 86 | 8.6% |
| Left Against Medical Advice | 28 | 2.8% |
| Short-term Hospital | 26 | 2.6% |
| Expired | 24 | 2.4% |
| Inpatient Rehabilitation Facility | 16 | 1.6% |
| Psychiatric Hospital or Unit of Hosp | 5 | 0.5% |
| Hospice - Home | 3 | 0.3% |
| Facility w/ Custodial/Supportive Care | 3 | 0.3% |
| Other values (6) | 7 | 0.7% |
Length
| Value | Count | Frequency (%) |
| home | 1032 | |
| or | 667 | |
| care | 666 | |
| self | 661 | |
| w | 144 | 3.7% |
| health | 141 | 3.6% |
| services | 141 | 3.6% |
| skilled | 86 | 2.2% |
| nursing | 86 | 2.2% |
| hospital | 34 | 0.9% |
| Other values (33) | 269 | 6.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3063 | |
| 2927 | ||
| o | 1803 | |
| r | 1658 | |
| H | 1217 | 6.3% |
| l | 1077 | 5.6% |
| m | 1061 | 5.5% |
| a | 980 | 5.1% |
| S | 918 | 4.7% |
| f | 695 | 3.6% |
| Other values (32) | 4002 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13184 | |
| Uppercase Letter | 3111 | 16.0% |
| Space Separator | 2927 | 15.1% |
| Other Punctuation | 149 | 0.8% |
| Dash Punctuation | 30 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3063 | |
| o | 1803 | |
| r | 1658 | |
| l | 1077 | 8.2% |
| m | 1061 | 8.0% |
| a | 980 | 7.4% |
| f | 695 | 5.3% |
| i | 591 | 4.5% |
| t | 391 | 3.0% |
| s | 310 | 2.4% |
| Other values (13) | 1555 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 1217 | |
| S | 918 | |
| C | 675 | |
| N | 87 | 2.8% |
| A | 58 | 1.9% |
| L | 32 | 1.0% |
| M | 32 | 1.0% |
| E | 25 | 0.8% |
| F | 20 | 0.6% |
| R | 16 | 0.5% |
| Other values (5) | 31 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 148 | |
| ' | 1 | 0.7% |
Space Separator
| Value | Count | Frequency (%) |
| 2927 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 30 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16295 | |
| Common | 3106 | 16.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3063 | |
| o | 1803 | |
| r | 1658 | |
| H | 1217 | 7.5% |
| l | 1077 | 6.6% |
| m | 1061 | 6.5% |
| a | 980 | 6.0% |
| S | 918 | 5.6% |
| f | 695 | 4.3% |
| C | 675 | 4.1% |
| Other values (28) | 3148 |
Common
| Value | Count | Frequency (%) |
| 2927 | ||
| / | 148 | 4.8% |
| - | 30 | 1.0% |
| ' | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19401 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 3063 | |
| 2927 | ||
| o | 1803 | |
| r | 1658 | |
| H | 1217 | 6.3% |
| l | 1077 | 5.6% |
| m | 1061 | 5.5% |
| a | 980 | 5.1% |
| S | 918 | 4.7% |
| f | 695 | 3.6% |
| Other values (32) | 4002 |
APR DRG Code
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 201 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 409.292 |
| Minimum | 1 |
|---|---|
| Maximum | 952 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 58 |
| Q1 | 196.75 |
| median | 380 |
| Q3 | 640 |
| 95-th percentile | 775 |
| Maximum | 952 |
| Range | 951 |
| Interquartile range (IQR) | 443.25 |
Descriptive statistics
| Standard deviation | 241.81182 |
|---|---|
| Coefficient of variation (CV) | 0.59080514 |
| Kurtosis | -1.1533972 |
| Mean | 409.292 |
| Median Absolute Deviation (MAD) | 187.5 |
| Skewness | 0.29453521 |
| Sum | 409292 |
| Variance | 58472.956 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 640 | 80 | 8.0% |
| 560 | 58 | 5.8% |
| 140 | 29 | 2.9% |
| 383 | 24 | 2.4% |
| 720 | 24 | 2.4% |
| 194 | 23 | 2.3% |
| 540 | 23 | 2.3% |
| 203 | 22 | 2.2% |
| 463 | 20 | 2.0% |
| 175 | 19 | 1.9% |
| Other values (191) | 678 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 5 | 2 | |
| 20 | 1 | 0.1% |
| 21 | 3 | |
| 24 | 2 | |
| 26 | 1 | 0.1% |
| 41 | 2 |
| Value | Count | Frequency (%) |
| 952 | 2 | 0.2% |
| 951 | 4 | 0.4% |
| 950 | 2 | 0.2% |
| 930 | 1 | 0.1% |
| 894 | 2 | 0.2% |
| 893 | 1 | 0.1% |
| 892 | 1 | 0.1% |
| 890 | 1 | 0.1% |
| 861 | 8 | |
| 860 | 14 |
| Distinct | 201 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
Length
| Max length | 89 |
|---|---|
| Median length | 57 |
| Mean length | 36.071 |
| Min length | 5 |
Characters and Unicode
| Total characters | 36071 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 68 ? |
|---|---|
| Unique (%) | 6.8% |
Sample
| 1st row | SEIZURE |
|---|---|
| 2nd row | HIP JOINT REPLACEMENT |
| 3rd row | KNEE & LOWER LEG PROCEDURES EXCEPT FOOT |
| 4th row | INFECTIONS OF UPPER RESPIRATORY TRACT |
| 5th row | PEPTIC ULCER & GASTRITIS |
| Value | Count | Frequency (%) |
| 428 | 8.8% | |
| other | 249 | 5.1% |
| neonate | 172 | 3.5% |
| w | 126 | 2.6% |
| or | 126 | 2.6% |
| procedures | 124 | 2.5% |
| disorders | 96 | 2.0% |
| infections | 93 | 1.9% |
| newborn | 83 | 1.7% |
| problem | 83 | 1.7% |
| Other values (390) | 3290 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3870 | 10.7% | |
| E | 3773 | 10.5% |
| R | 2925 | 8.1% |
| O | 2611 | 7.2% |
| A | 2483 | 6.9% |
| I | 2415 | 6.7% |
| N | 2255 | 6.3% |
| T | 2171 | 6.0% |
| S | 1853 | 5.1% |
| C | 1619 | 4.5% |
| Other values (32) | 10096 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 30963 | |
| Space Separator | 3870 | 10.7% |
| Other Punctuation | 713 | 2.0% |
| Decimal Number | 387 | 1.1% |
| Math Symbol | 89 | 0.2% |
| Dash Punctuation | 49 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 3773 | |
| R | 2925 | 9.4% |
| O | 2611 | 8.4% |
| A | 2483 | 8.0% |
| I | 2415 | 7.8% |
| N | 2255 | 7.3% |
| T | 2171 | 7.0% |
| S | 1853 | 6.0% |
| C | 1619 | 5.2% |
| L | 1279 | 4.1% |
| Other values (16) | 7579 |
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 182 | |
| 2 | 90 | |
| 4 | 86 | |
| 0 | 16 | 4.1% |
| 1 | 6 | 1.6% |
| 6 | 4 | 1.0% |
| 5 | 3 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 431 | |
| , | 206 | |
| / | 64 | 9.0% |
| . | 12 | 1.7% |
Math Symbol
| Value | Count | Frequency (%) |
| > | 83 | |
| + | 4 | 4.5% |
| < | 2 | 2.2% |
Space Separator
| Value | Count | Frequency (%) |
| 3870 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 49 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 30963 | |
| Common | 5108 | 14.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 3773 | |
| R | 2925 | 9.4% |
| O | 2611 | 8.4% |
| A | 2483 | 8.0% |
| I | 2415 | 7.8% |
| N | 2255 | 7.3% |
| T | 2171 | 7.0% |
| S | 1853 | 6.0% |
| C | 1619 | 5.2% |
| L | 1279 | 4.1% |
| Other values (16) | 7579 |
Common
| Value | Count | Frequency (%) |
| 3870 | ||
| & | 431 | 8.4% |
| , | 206 | 4.0% |
| 9 | 182 | 3.6% |
| 2 | 90 | 1.8% |
| 4 | 86 | 1.7% |
| > | 83 | 1.6% |
| / | 64 | 1.3% |
| - | 49 | 1.0% |
| 0 | 16 | 0.3% |
| Other values (6) | 31 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36071 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3870 | 10.7% | |
| E | 3773 | 10.5% |
| R | 2925 | 8.1% |
| O | 2611 | 7.2% |
| A | 2483 | 6.9% |
| I | 2415 | 6.7% |
| N | 2255 | 6.3% |
| T | 2171 | 6.0% |
| S | 1853 | 5.1% |
| C | 1619 | 4.5% |
| Other values (32) | 10096 |
APR MDC Code
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 24 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.207 |
| Minimum | 1 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 9 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.8900631 |
|---|---|
| Coefficient of variation (CV) | 0.57706115 |
| Kurtosis | -0.91269768 |
| Mean | 10.207 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.42526501 |
| Sum | 10207 |
| Variance | 34.692844 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 152 | |
| 4 | 106 | |
| 14 | 105 | |
| 15 | 89 | |
| 8 | 81 | 8.1% |
| 6 | 75 | 7.5% |
| 11 | 51 | 5.1% |
| 1 | 47 | 4.7% |
| 9 | 39 | 3.9% |
| 20 | 39 | 3.9% |
| Other values (14) | 216 |
| Value | Count | Frequency (%) |
| 1 | 47 | 4.7% |
| 3 | 11 | 1.1% |
| 4 | 106 | |
| 5 | 152 | |
| 6 | 75 | |
| 7 | 21 | 2.1% |
| 8 | 81 | |
| 9 | 39 | 3.9% |
| 10 | 24 | 2.4% |
| 11 | 51 | 5.1% |
| Value | Count | Frequency (%) |
| 25 | 1 | 0.1% |
| 24 | 5 | 0.5% |
| 23 | 23 | |
| 22 | 3 | 0.3% |
| 21 | 8 | 0.8% |
| 20 | 39 | |
| 19 | 37 | |
| 18 | 38 | |
| 17 | 11 | 1.1% |
| 16 | 15 | 1.5% |
APR MDC Description
Categorical
HIGH CORRELATION 
| Distinct | 24 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| Diseases and Disorders of the Circulatory System | |
|---|---|
| Diseases and Disorders of the Respiratory System | |
| Pregnancy, Childbirth and the Puerperium | |
| Newborns and Other Neonates with Conditions Originating in the Perinatal Period | |
| Diseases and Disorders of the Musculoskeletal System and Conn Tissue | |
| Other values (19) |
Length
| Max length | 100 |
|---|---|
| Median length | 78 |
| Mean length | 55.74 |
| Min length | 5 |
Characters and Unicode
| Total characters | 55740 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Diseases and Disorders of the Nervous System |
|---|---|
| 2nd row | Diseases and Disorders of the Musculoskeletal System and Conn Tissue |
| 3rd row | Diseases and Disorders of the Musculoskeletal System and Conn Tissue |
| 4th row | Ear, Nose, Mouth, Throat and Craniofacial Diseases and Disorders |
| 5th row | Diseases and Disorders of the Digestive System |
Common Values
| Value | Count | Frequency (%) |
| Diseases and Disorders of the Circulatory System | 152 | |
| Diseases and Disorders of the Respiratory System | 106 | |
| Pregnancy, Childbirth and the Puerperium | 105 | |
| Newborns and Other Neonates with Conditions Originating in the Perinatal Period | 89 | |
| Diseases and Disorders of the Musculoskeletal System and Conn Tissue | 81 | 8.1% |
| Diseases and Disorders of the Digestive System | 75 | 7.5% |
| Diseases and Disorders of the Kidney and Urinary Tract | 51 | 5.1% |
| Diseases and Disorders of the Nervous System | 47 | 4.7% |
| Diseases and Disorders of the Skin, Subcutaneous Tissue and Breast | 39 | 3.9% |
| Alcohol/Drug Use and Alcohol/Drug Induced Organic Mental Disorders | 39 | 3.9% |
| Other values (14) | 216 |
Length
| Value | Count | Frequency (%) |
| and | 1233 | |
| the | 785 | 10.0% |
| disorders | 732 | 9.4% |
| diseases | 716 | 9.2% |
| of | 614 | 7.9% |
| system | 501 | 6.4% |
| other | 162 | 2.1% |
| circulatory | 152 | 1.9% |
| tissue | 120 | 1.5% |
| respiratory | 106 | 1.4% |
| Other values (76) | 2698 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6819 | ||
| e | 5897 | |
| s | 5497 | 9.9% |
| i | 4000 | 7.2% |
| r | 3661 | 6.6% |
| a | 3641 | 6.5% |
| t | 3227 | 5.8% |
| n | 3083 | 5.5% |
| o | 2953 | 5.3% |
| d | 2504 | 4.5% |
| Other values (36) | 14458 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 43445 | |
| Space Separator | 6819 | 12.2% |
| Uppercase Letter | 5049 | 9.1% |
| Other Punctuation | 427 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5897 | |
| s | 5497 | |
| i | 4000 | |
| r | 3661 | |
| a | 3641 | |
| t | 3227 | |
| n | 3083 | |
| o | 2953 | 6.8% |
| d | 2504 | 5.8% |
| h | 1459 | 3.4% |
| Other values (14) | 7523 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 1601 | |
| S | 702 | |
| C | 480 | 9.5% |
| P | 455 | 9.0% |
| O | 305 | 6.0% |
| N | 260 | 5.1% |
| M | 212 | 4.2% |
| T | 199 | 3.9% |
| R | 159 | 3.1% |
| I | 133 | 2.6% |
| Other values (9) | 543 | 10.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 349 | |
| / | 78 | 18.3% |
Space Separator
| Value | Count | Frequency (%) |
| 6819 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 48494 | |
| Common | 7246 | 13.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5897 | |
| s | 5497 | |
| i | 4000 | 8.2% |
| r | 3661 | 7.5% |
| a | 3641 | 7.5% |
| t | 3227 | 6.7% |
| n | 3083 | 6.4% |
| o | 2953 | 6.1% |
| d | 2504 | 5.2% |
| D | 1601 | 3.3% |
| Other values (33) | 12430 |
Common
| Value | Count | Frequency (%) |
| 6819 | ||
| , | 349 | 4.8% |
| / | 78 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 55740 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 6819 | ||
| e | 5897 | |
| s | 5497 | 9.9% |
| i | 4000 | 7.2% |
| r | 3661 | 6.6% |
| a | 3641 | 6.5% |
| t | 3227 | 5.8% |
| n | 3083 | 5.5% |
| o | 2953 | 5.3% |
| d | 2504 | 4.5% |
| Other values (36) | 14458 |
APR Severity of Illness Code
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 386 | |
| 1 | 352 | |
| 3 | 203 | |
| 4 | 59 | 5.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 386 | |
| 1 | 352 | |
| 3 | 203 | |
| 4 | 59 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 386 | |
| 1 | 352 | |
| 3 | 203 | |
| 4 | 59 | 5.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 386 | |
| 1 | 352 | |
| 3 | 203 | |
| 4 | 59 | 5.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 386 | |
| 1 | 352 | |
| 3 | 203 | |
| 4 | 59 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 386 | |
| 1 | 352 | |
| 3 | 203 | |
| 4 | 59 | 5.9% |
APR Severity of Illness Description
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| Moderate | |
|---|---|
| Minor | |
| Major | |
| Extreme |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 6.276 |
| Min length | 5 |
Characters and Unicode
| Total characters | 6276 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Moderate |
|---|---|
| 2nd row | Moderate |
| 3rd row | Moderate |
| 4th row | Moderate |
| 5th row | Major |
Common Values
| Value | Count | Frequency (%) |
| Moderate | 386 | |
| Minor | 352 | |
| Major | 203 | |
| Extreme | 59 | 5.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| moderate | 386 | |
| minor | 352 | |
| major | 203 | |
| extreme | 59 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1000 | |
| M | 941 | |
| o | 941 | |
| e | 890 | |
| a | 589 | |
| t | 445 | |
| d | 386 | 6.2% |
| i | 352 | 5.6% |
| n | 352 | 5.6% |
| j | 203 | 3.2% |
| Other values (3) | 177 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5276 | |
| Uppercase Letter | 1000 | 15.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 1000 | |
| o | 941 | |
| e | 890 | |
| a | 589 | |
| t | 445 | |
| d | 386 | 7.3% |
| i | 352 | 6.7% |
| n | 352 | 6.7% |
| j | 203 | 3.8% |
| x | 59 | 1.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 941 | |
| E | 59 | 5.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6276 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 1000 | |
| M | 941 | |
| o | 941 | |
| e | 890 | |
| a | 589 | |
| t | 445 | |
| d | 386 | 6.2% |
| i | 352 | 5.6% |
| n | 352 | 5.6% |
| j | 203 | 3.2% |
| Other values (3) | 177 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6276 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 1000 | |
| M | 941 | |
| o | 941 | |
| e | 890 | |
| a | 589 | |
| t | 445 | |
| d | 386 | 6.2% |
| i | 352 | 5.6% |
| n | 352 | 5.6% |
| j | 203 | 3.2% |
| Other values (3) | 177 | 2.8% |
APR Risk of Mortality
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| Minor | |
|---|---|
| Moderate | |
| Major | |
| Extreme | 53 |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.766 |
| Min length | 5 |
Characters and Unicode
| Total characters | 5766 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Moderate |
|---|---|
| 2nd row | Minor |
| 3rd row | Minor |
| 4th row | Minor |
| 5th row | Moderate |
Common Values
| Value | Count | Frequency (%) |
| Minor | 623 | |
| Moderate | 220 | 22.0% |
| Major | 104 | 10.4% |
| Extreme | 53 | 5.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| minor | 623 | |
| moderate | 220 | 22.0% |
| major | 104 | 10.4% |
| extreme | 53 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1000 | |
| M | 947 | |
| o | 947 | |
| i | 623 | |
| n | 623 | |
| e | 546 | |
| a | 324 | 5.6% |
| t | 273 | 4.7% |
| d | 220 | 3.8% |
| j | 104 | 1.8% |
| Other values (3) | 159 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4766 | |
| Uppercase Letter | 1000 | 17.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 1000 | |
| o | 947 | |
| i | 623 | |
| n | 623 | |
| e | 546 | |
| a | 324 | 6.8% |
| t | 273 | 5.7% |
| d | 220 | 4.6% |
| j | 104 | 2.2% |
| x | 53 | 1.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 947 | |
| E | 53 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5766 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 1000 | |
| M | 947 | |
| o | 947 | |
| i | 623 | |
| n | 623 | |
| e | 546 | |
| a | 324 | 5.6% |
| t | 273 | 4.7% |
| d | 220 | 3.8% |
| j | 104 | 1.8% |
| Other values (3) | 159 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5766 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 1000 | |
| M | 947 | |
| o | 947 | |
| i | 623 | |
| n | 623 | |
| e | 546 | |
| a | 324 | 5.6% |
| t | 273 | 4.7% |
| d | 220 | 3.8% |
| j | 104 | 1.8% |
| Other values (3) | 159 | 2.8% |
APR Medical Surgical Description
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| Medical | |
|---|---|
| Surgical |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.231 |
| Min length | 7 |
Characters and Unicode
| Total characters | 7231 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medical |
|---|---|
| 2nd row | Surgical |
| 3rd row | Surgical |
| 4th row | Medical |
| 5th row | Medical |
Common Values
| Value | Count | Frequency (%) |
| Medical | 769 | |
| Surgical | 231 | 23.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medical | 769 | |
| surgical | 231 | 23.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1000 | |
| c | 1000 | |
| a | 1000 | |
| l | 1000 | |
| M | 769 | |
| e | 769 | |
| d | 769 | |
| S | 231 | 3.2% |
| u | 231 | 3.2% |
| r | 231 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6231 | |
| Uppercase Letter | 1000 | 13.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 1000 | |
| c | 1000 | |
| a | 1000 | |
| l | 1000 | |
| e | 769 | |
| d | 769 | |
| u | 231 | 3.7% |
| r | 231 | 3.7% |
| g | 231 | 3.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 769 | |
| S | 231 | 23.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7231 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 1000 | |
| c | 1000 | |
| a | 1000 | |
| l | 1000 | |
| M | 769 | |
| e | 769 | |
| d | 769 | |
| S | 231 | 3.2% |
| u | 231 | 3.2% |
| r | 231 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7231 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 1000 | |
| c | 1000 | |
| a | 1000 | |
| l | 1000 | |
| M | 769 | |
| e | 769 | |
| d | 769 | |
| S | 231 | 3.2% |
| u | 231 | 3.2% |
| r | 231 | 3.2% |
Source of Payment 1
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.6 KiB |
| Medicare | |
|---|---|
| Insurance Company | |
| Medicaid | |
| Blue Cross | |
| Self-Pay | |
| Other values (3) | 14 |
Length
| Max length | 25 |
|---|---|
| Median length | 8 |
| Mean length | 11.262 |
| Min length | 8 |
Characters and Unicode
| Total characters | 11262 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Insurance Company |
|---|---|
| 2nd row | Insurance Company |
| 3rd row | Other Non-Federal Program |
| 4th row | Medicare |
| 5th row | Medicaid |
Common Values
| Value | Count | Frequency (%) |
| Medicare | 345 | |
| Insurance Company | 312 | |
| Medicaid | 149 | |
| Blue Cross | 135 | 13.5% |
| Self-Pay | 45 | 4.5% |
| Workers Compensation | 10 | 1.0% |
| Other Non-Federal Program | 3 | 0.3% |
| Other Federal Program | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medicare | 345 | |
| insurance | 312 | |
| company | 312 | |
| medicaid | 149 | |
| blue | 135 | 9.2% |
| cross | 135 | 9.2% |
| self-pay | 45 | 3.1% |
| workers | 10 | 0.7% |
| compensation | 10 | 0.7% |
| other | 4 | 0.3% |
| Other values (3) | 8 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1363 | |
| a | 1181 | 10.5% |
| n | 959 | 8.5% |
| r | 828 | 7.4% |
| c | 806 | 7.2% |
| i | 653 | 5.8% |
| d | 647 | 5.7% |
| s | 602 | 5.3% |
| M | 494 | 4.4% |
| o | 484 | 4.3% |
| Other values (21) | 3245 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9236 | |
| Uppercase Letter | 1513 | 13.4% |
| Space Separator | 465 | 4.1% |
| Dash Punctuation | 48 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1363 | |
| a | 1181 | |
| n | 959 | |
| r | 828 | |
| c | 806 | |
| i | 653 | |
| d | 647 | |
| s | 602 | |
| o | 484 | 5.2% |
| u | 447 | 4.8% |
| Other values (9) | 1266 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 494 | |
| C | 457 | |
| I | 312 | |
| B | 135 | 8.9% |
| P | 49 | 3.2% |
| S | 45 | 3.0% |
| W | 10 | 0.7% |
| O | 4 | 0.3% |
| F | 4 | 0.3% |
| N | 3 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 465 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 48 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10749 | |
| Common | 513 | 4.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1363 | |
| a | 1181 | |
| n | 959 | 8.9% |
| r | 828 | 7.7% |
| c | 806 | 7.5% |
| i | 653 | 6.1% |
| d | 647 | 6.0% |
| s | 602 | 5.6% |
| M | 494 | 4.6% |
| o | 484 | 4.5% |
| Other values (19) | 2732 |
Common
| Value | Count | Frequency (%) |
| 465 | ||
| - | 48 | 9.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11262 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1363 | |
| a | 1181 | 10.5% |
| n | 959 | 8.5% |
| r | 828 | 7.4% |
| c | 806 | 7.2% |
| i | 653 | 5.8% |
| d | 647 | 5.7% |
| s | 602 | 5.3% |
| M | 494 | 4.4% |
| o | 484 | 4.3% |
| Other values (21) | 3245 |
Emergency Department Indicator
Boolean
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.8 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 573 | |
| False | 427 |
Total Charges
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 992 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29793.46 |
| Minimum | 838.41 |
|---|---|
| Maximum | 793781.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.6 KiB |
Quantile statistics
| Minimum | 838.41 |
|---|---|
| 5-th percentile | 2929.65 |
| Q1 | 8020.5 |
| median | 16743.115 |
| Q3 | 32105.45 |
| 95-th percentile | 88238.435 |
| Maximum | 793781.42 |
| Range | 792943.01 |
| Interquartile range (IQR) | 24084.95 |
Descriptive statistics
| Standard deviation | 53291.025 |
|---|---|
| Coefficient of variation (CV) | 1.788682 |
| Kurtosis | 77.483408 |
| Mean | 29793.46 |
| Median Absolute Deviation (MAD) | 9979.94 |
| Skewness | 7.4575585 |
| Sum | 29793460 |
| Variance | 2.8399333 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7900 | 3 | 0.3% |
| 6977.64 | 3 | 0.3% |
| 8400 | 2 | 0.2% |
| 31399.38 | 2 | 0.2% |
| 11400 | 2 | 0.2% |
| 1815 | 2 | 0.2% |
| 4636.78 | 1 | 0.1% |
| 15362.54 | 1 | 0.1% |
| 16151.35 | 1 | 0.1% |
| 75648.39 | 1 | 0.1% |
| Other values (982) | 982 |
| Value | Count | Frequency (%) |
| 838.41 | 1 | |
| 1135.4 | 1 | |
| 1160.58 | 1 | |
| 1229 | 1 | |
| 1249.5 | 1 | |
| 1320 | 1 | |
| 1344.4 | 1 | |
| 1468 | 1 | |
| 1517.12 | 1 | |
| 1520 | 1 |
| Value | Count | Frequency (%) |
| 793781.42 | 1 | |
| 610993.5 | 1 | |
| 557933.48 | 1 | |
| 465812.87 | 1 | |
| 456332.22 | 1 | |
| 403371.55 | 1 | |
| 272901.37 | 1 | |
| 252405.89 | 1 | |
| 248317.8 | 1 | |
| 246308.42 | 1 |
Total Costs
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 992 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12062.908 |
| Minimum | 218.92 |
|---|---|
| Maximum | 390790.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.6 KiB |
Quantile statistics
| Minimum | 218.92 |
|---|---|
| 5-th percentile | 1383.838 |
| Q1 | 3395.0825 |
| median | 6255.42 |
| Q3 | 12700.9 |
| 95-th percentile | 36301.649 |
| Maximum | 390790.56 |
| Range | 390571.64 |
| Interquartile range (IQR) | 9305.8175 |
Descriptive statistics
| Standard deviation | 23517.768 |
|---|---|
| Coefficient of variation (CV) | 1.9495935 |
| Kurtosis | 116.83331 |
| Mean | 12062.908 |
| Median Absolute Deviation (MAD) | 3690.295 |
| Skewness | 9.1241533 |
| Sum | 12062908 |
| Variance | 5.5308541 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2450.55 | 3 | 0.3% |
| 1895.47 | 3 | 0.3% |
| 2605.65 | 2 | 0.2% |
| 8529.63 | 2 | 0.2% |
| 3536.23 | 2 | 0.2% |
| 1695.56 | 2 | 0.2% |
| 3501.6 | 1 | 0.1% |
| 4193.11 | 1 | 0.1% |
| 7006.04 | 1 | 0.1% |
| 22662.4 | 1 | 0.1% |
| Other values (982) | 982 |
| Value | Count | Frequency (%) |
| 218.92 | 1 | |
| 435.5 | 1 | |
| 471.5 | 1 | |
| 582.39 | 1 | |
| 629.34 | 1 | |
| 631 | 1 | |
| 695.31 | 1 | |
| 706.71 | 1 | |
| 732.93 | 1 | |
| 770.88 | 1 |
| Value | Count | Frequency (%) |
| 390790.56 | 1 | |
| 336406.78 | 1 | |
| 226758.29 | 1 | |
| 204738.48 | 1 | |
| 159131.61 | 1 | |
| 130717.81 | 1 | |
| 109088.18 | 1 | |
| 102223.83 | 1 | |
| 98325.46 | 1 | |
| 94684.57 | 1 |
| Operating Certificate Number | Facility ID | Length of Stay | APR DRG Code | APR MDC Code | Total Charges | Total Costs | Health Service Area | Age Group | Gender | Race | Ethnicity | Type of Admission | Patient Disposition | APR MDC Description | APR Severity of Illness Code | APR Severity of Illness Description | APR Risk of Mortality | APR Medical Surgical Description | Source of Payment 1 | Emergency Department Indicator | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Operating Certificate Number | 1.000 | 0.924 | -0.087 | 0.060 | 0.061 | 0.080 | 0.068 | 0.666 | 0.067 | 0.024 | 0.253 | 0.167 | 0.086 | 0.026 | 0.074 | 0.098 | 0.098 | 0.089 | 0.076 | 0.072 | 0.000 |
| Facility ID | 0.924 | 1.000 | -0.092 | 0.060 | 0.057 | 0.041 | 0.034 | 0.428 | 0.095 | 0.040 | 0.185 | 0.182 | 0.098 | 0.032 | 0.064 | 0.078 | 0.078 | 0.066 | 0.116 | 0.063 | 0.107 |
| Length of Stay | -0.087 | -0.092 | 1.000 | -0.008 | 0.029 | 0.662 | 0.702 | 0.000 | 0.040 | 0.047 | 0.000 | 0.026 | 0.047 | 0.176 | 0.174 | 0.254 | 0.254 | 0.256 | 0.083 | 0.000 | 0.000 |
| APR DRG Code | 0.060 | 0.060 | -0.008 | 1.000 | 0.962 | -0.229 | -0.178 | 0.000 | 0.476 | 0.282 | 0.081 | 0.053 | 0.508 | 0.177 | 0.932 | 0.228 | 0.228 | 0.235 | 0.432 | 0.183 | 0.442 |
| APR MDC Code | 0.061 | 0.057 | 0.029 | 0.962 | 1.000 | -0.201 | -0.148 | 0.017 | 0.353 | 0.156 | 0.072 | 0.000 | 0.359 | 0.130 | 0.993 | 0.207 | 0.207 | 0.215 | 0.331 | 0.169 | 0.396 |
| Total Charges | 0.080 | 0.041 | 0.662 | -0.229 | -0.201 | 1.000 | 0.888 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.089 | 0.281 | 0.147 | 0.249 | 0.249 | 0.234 | 0.225 | 0.000 | 0.068 |
| Total Costs | 0.068 | 0.034 | 0.702 | -0.178 | -0.148 | 0.888 | 1.000 | 0.000 | 0.000 | 0.064 | 0.000 | 0.000 | 0.104 | 0.199 | 0.200 | 0.204 | 0.204 | 0.201 | 0.170 | 0.000 | 0.064 |
| Health Service Area | 0.666 | 0.428 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 1.000 | 0.033 | 0.000 | 0.256 | 0.141 | 0.085 | 0.051 | 0.000 | 0.065 | 0.065 | 0.081 | 0.031 | 0.088 | 0.064 |
| Age Group | 0.067 | 0.095 | 0.040 | 0.476 | 0.353 | 0.000 | 0.000 | 0.033 | 1.000 | 0.169 | 0.118 | 0.024 | 0.423 | 0.254 | 0.520 | 0.228 | 0.228 | 0.320 | 0.160 | 0.346 | 0.301 |
| Gender | 0.024 | 0.040 | 0.047 | 0.282 | 0.156 | 0.000 | 0.064 | 0.000 | 0.169 | 1.000 | 0.000 | 0.000 | 0.111 | 0.078 | 0.323 | 0.042 | 0.042 | 0.005 | 0.000 | 0.099 | 0.000 |
| Race | 0.253 | 0.185 | 0.000 | 0.081 | 0.072 | 0.000 | 0.000 | 0.256 | 0.118 | 0.000 | 1.000 | 0.346 | 0.042 | 0.080 | 0.080 | 0.067 | 0.067 | 0.078 | 0.090 | 0.165 | 0.000 |
| Ethnicity | 0.167 | 0.182 | 0.026 | 0.053 | 0.000 | 0.000 | 0.000 | 0.141 | 0.024 | 0.000 | 0.346 | 1.000 | 0.060 | 0.000 | 0.049 | 0.042 | 0.042 | 0.068 | 0.078 | 0.103 | 0.066 |
| Type of Admission | 0.086 | 0.098 | 0.047 | 0.508 | 0.359 | 0.089 | 0.104 | 0.085 | 0.423 | 0.111 | 0.042 | 0.060 | 1.000 | 0.090 | 0.551 | 0.175 | 0.175 | 0.170 | 0.433 | 0.138 | 0.778 |
| Patient Disposition | 0.026 | 0.032 | 0.176 | 0.177 | 0.130 | 0.281 | 0.199 | 0.051 | 0.254 | 0.078 | 0.080 | 0.000 | 0.090 | 1.000 | 0.153 | 0.347 | 0.347 | 0.338 | 0.160 | 0.157 | 0.127 |
| APR MDC Description | 0.074 | 0.064 | 0.174 | 0.932 | 0.993 | 0.147 | 0.200 | 0.000 | 0.520 | 0.323 | 0.080 | 0.049 | 0.551 | 0.153 | 1.000 | 0.279 | 0.279 | 0.279 | 0.462 | 0.190 | 0.470 |
| APR Severity of Illness Code | 0.098 | 0.078 | 0.254 | 0.228 | 0.207 | 0.249 | 0.204 | 0.065 | 0.228 | 0.042 | 0.067 | 0.042 | 0.175 | 0.347 | 0.279 | 1.000 | 1.000 | 0.588 | 0.000 | 0.177 | 0.254 |
| APR Severity of Illness Description | 0.098 | 0.078 | 0.254 | 0.228 | 0.207 | 0.249 | 0.204 | 0.065 | 0.228 | 0.042 | 0.067 | 0.042 | 0.175 | 0.347 | 0.279 | 1.000 | 1.000 | 0.588 | 0.000 | 0.177 | 0.254 |
| APR Risk of Mortality | 0.089 | 0.066 | 0.256 | 0.235 | 0.215 | 0.234 | 0.201 | 0.081 | 0.320 | 0.005 | 0.078 | 0.068 | 0.170 | 0.338 | 0.279 | 0.588 | 0.588 | 1.000 | 0.000 | 0.265 | 0.245 |
| APR Medical Surgical Description | 0.076 | 0.116 | 0.083 | 0.432 | 0.331 | 0.225 | 0.170 | 0.031 | 0.160 | 0.000 | 0.090 | 0.078 | 0.433 | 0.160 | 0.462 | 0.000 | 0.000 | 0.000 | 1.000 | 0.135 | 0.232 |
| Source of Payment 1 | 0.072 | 0.063 | 0.000 | 0.183 | 0.169 | 0.000 | 0.000 | 0.088 | 0.346 | 0.099 | 0.165 | 0.103 | 0.138 | 0.157 | 0.190 | 0.177 | 0.177 | 0.265 | 0.135 | 1.000 | 0.189 |
| Emergency Department Indicator | 0.000 | 0.107 | 0.000 | 0.442 | 0.396 | 0.068 | 0.064 | 0.064 | 0.301 | 0.000 | 0.000 | 0.066 | 0.778 | 0.127 | 0.470 | 0.254 | 0.254 | 0.245 | 0.232 | 0.189 | 1.000 |
| Health Service Area | Hospital County | Operating Certificate Number | Facility ID | Facility Name | Age Group | Gender | Race | Ethnicity | Length of Stay | Type of Admission | Patient Disposition | APR DRG Code | APR DRG Description | APR MDC Code | APR MDC Description | APR Severity of Illness Code | APR Severity of Illness Description | APR Risk of Mortality | APR Medical Surgical Description | Source of Payment 1 | Emergency Department Indicator | Total Charges | Total Costs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1805584 | New York City | Kings | 7001037.0 | 1320.0 | University Hospital of Brooklyn | 50 to 69 | F | Black/African American | Not Span/Hispanic | 8 | Emergency | Home or Self Care | 53 | SEIZURE | 1 | Diseases and Disorders of the Nervous System | 2 | Moderate | Moderate | Medical | Insurance Company | Y | 31404.00 | 28633.04 |
| 1921786 | New York City | Manhattan | 7002053.0 | 1446.0 | NYU Hospital for Joint Diseases | 30 to 49 | F | White | Not Span/Hispanic | 5 | Elective | Home w/ Home Health Services | 301 | HIP JOINT REPLACEMENT | 8 | Diseases and Disorders of the Musculoskeletal System and Conn Tissue | 2 | Moderate | Minor | Surgical | Insurance Company | N | 104074.81 | 29504.26 |
| 1933566 | New York City | Manhattan | 7002012.0 | 1447.0 | Hospital for Special Surgery | 50 to 69 | M | White | Not Span/Hispanic | 11 | Elective | Home or Self Care | 313 | KNEE & LOWER LEG PROCEDURES EXCEPT FOOT | 8 | Diseases and Disorders of the Musculoskeletal System and Conn Tissue | 2 | Moderate | Minor | Surgical | Other Non-Federal Program | N | 105382.07 | 42137.14 |
| 1135536 | Long Island | Suffolk | 5154001.0 | 925.0 | Good Samaritan Hospital Medical Center | 18 to 29 | M | White | Spanish/Hispanic | 1 | Emergency | Home or Self Care | 113 | INFECTIONS OF UPPER RESPIRATORY TRACT | 3 | Ear, Nose, Mouth, Throat and Craniofacial Diseases and Disorders | 2 | Moderate | Minor | Medical | Medicare | Y | 14537.00 | 2154.88 |
| 1593468 | New York City | Kings | 7001009.0 | 1294.0 | Coney Island Hospital | 50 to 69 | M | Black/African American | Not Span/Hispanic | 3 | Emergency | Home or Self Care | 241 | PEPTIC ULCER & GASTRITIS | 6 | Diseases and Disorders of the Digestive System | 3 | Major | Moderate | Medical | Medicaid | Y | 11610.51 | 8155.50 |
| 1029498 | Capital/Adiron | Schenectady | 4601001.0 | 848.0 | Ellis Hospital - Bellevue Woman's Care Center Division | 0 to 17 | F | White | Not Span/Hispanic | 2 | Newborn | Home or Self Care | 626 | NEONATE BWT 2000-2499G, NORMAL NEWBORN OR NEONATE W OTHER PROBLEM | 15 | Newborns and Other Neonates with Conditions Originating in the Perinatal Period | 2 | Moderate | Minor | Medical | Medicaid | N | 2911.14 | 1703.84 |
| 1054348 | Long Island | Suffolk | 5123000.0 | 885.0 | Brookhaven Memorial Hospital Medical Center Inc | 70 or Older | F | White | Unknown | 7 | Emergency | Skilled Nursing Home | 660 | MAJOR HEMATOLOGIC/IMMUNOLOGIC DIAG EXC SICKLE CELL CRISIS & COAGUL | 16 | Diseases and Disorders of Blood, Blood Forming Organs and Immunological Disorders | 3 | Major | Major | Medical | Blue Cross | N | 52203.22 | 11977.98 |
| 1054472 | Long Island | Suffolk | 5123000.0 | 885.0 | Brookhaven Memorial Hospital Medical Center Inc | 70 or Older | F | White | Unknown | 3 | Emergency | Skilled Nursing Home | 342 | FRACTURES & DISLOCATIONS EXCEPT FEMUR, PELVIS & BACK | 8 | Diseases and Disorders of the Musculoskeletal System and Conn Tissue | 2 | Moderate | Minor | Medical | Medicare | Y | 20398.37 | 3763.25 |
| 2240119 | New York City | Manhattan | 7002032.0 | 1469.0 | St Lukes Roosevelt Hospital - St Lukes Hospital Division | 70 or Older | F | Black/African American | Not Span/Hispanic | 1 | Urgent | Home or Self Care | 175 | PERCUTANEOUS CARDIOVASCULAR PROCEDURES W/O AMI | 5 | Diseases and Disorders of the Circulatory System | 2 | Moderate | Moderate | Surgical | Medicare | N | 36699.65 | 18386.37 |
| 1877534 | New York City | Manhattan | 7002002.0 | 1439.0 | Beth Israel Medical Center/Petrie Campus | 70 or Older | F | White | Not Span/Hispanic | 1 | Emergency | Home or Self Care | 422 | HYPOVOLEMIA & RELATED ELECTROLYTE DISORDERS | 10 | Endocrine, Nutritional and Metabolic Diseases and Disorders | 3 | Major | Moderate | Medical | Medicare | Y | 8867.15 | 2478.94 |
| Health Service Area | Hospital County | Operating Certificate Number | Facility ID | Facility Name | Age Group | Gender | Race | Ethnicity | Length of Stay | Type of Admission | Patient Disposition | APR DRG Code | APR DRG Description | APR MDC Code | APR MDC Description | APR Severity of Illness Code | APR Severity of Illness Description | APR Risk of Mortality | APR Medical Surgical Description | Source of Payment 1 | Emergency Department Indicator | Total Charges | Total Costs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 856149 | Finger Lakes | Ontario | 3421000.0 | 676.0 | Clifton Springs Hospital and Clinic | 18 to 29 | M | White | Not Span/Hispanic | 1 | Emergency | Short-term Hospital | 720 | SEPTICEMIA & DISSEMINATED INFECTIONS | 18 | Infectious and Parasitic Diseases, Systemic or Unspecified Sites | 3 | Major | Major | Medical | Insurance Company | Y | 4217.94 | 1966.79 |
| 1759721 | New York City | Kings | 7001046.0 | 1309.0 | Interfaith Medical Center | 50 to 69 | M | Black/African American | Not Span/Hispanic | 8 | Emergency | Home or Self Care | 860 | REHABILITATION | 23 | Rehabilitation, Aftercare, Other Factors Influencing Health Status and Other Health Service Contacts | 1 | Minor | Minor | Medical | Medicaid | Y | 29167.12 | 7445.34 |
| 68660 | Southern Tier | Broome | 303001.0 | 42.0 | United Health Services Hospitals Inc. - Binghamton General Hospital | 50 to 69 | F | White | Not Span/Hispanic | 2 | Urgent | Home or Self Care | 115 | OTHER EAR, NOSE, MOUTH,THROAT & CRANIAL/FACIAL DIAGNOSES | 3 | Ear, Nose, Mouth, Throat and Craniofacial Diseases and Disorders | 2 | Moderate | Moderate | Medical | Blue Cross | N | 5658.70 | 2853.83 |
| 1708192 | New York City | Kings | 7001020.0 | 1305.0 | Maimonides Medical Center | 70 or Older | M | Other Race | Not Span/Hispanic | 2 | Urgent | Home or Self Care | 143 | OTHER RESPIRATORY DIAGNOSES EXCEPT SIGNS, SYMPTOMS & MINOR DIAGNOSES | 4 | Diseases and Disorders of the Respiratory System | 1 | Minor | Minor | Medical | Medicare | N | 22800.00 | 7072.47 |
| 2369422 | New York City | Queens | 7003006.0 | 1632.0 | Peninsula Hospital Center | 70 or Older | F | Black/African American | Not Span/Hispanic | 47 | Emergency | Inpatient Rehabilitation Facility | 720 | SEPTICEMIA & DISSEMINATED INFECTIONS | 18 | Infectious and Parasitic Diseases, Systemic or Unspecified Sites | 4 | Extreme | Extreme | Medical | Medicare | N | 196745.30 | 70501.68 |
| 325759 | Long Island | Suffolk | 5151001.0 | 245.0 | University Hospital | 30 to 49 | F | White | Not Span/Hispanic | 2 | Urgent | Home or Self Care | 560 | VAGINAL DELIVERY | 14 | Pregnancy, Childbirth and the Puerperium | 2 | Moderate | Minor | Medical | Blue Cross | N | 10437.38 | 4483.25 |
| 109687 | Western NY | Chautauqua | 601000.0 | 98.0 | Brooks Memorial Hospital | 30 to 49 | M | White | Not Span/Hispanic | 6 | Emergency | Home or Self Care | 244 | DIVERTICULITIS & DIVERTICULOSIS | 6 | Diseases and Disorders of the Digestive System | 2 | Moderate | Minor | Medical | Insurance Company | Y | 10437.71 | 5467.92 |
| 641539 | Long Island | Nassau | 2951001.0 | 541.0 | North Shore University Hospital | 70 or Older | F | White | Not Span/Hispanic | 5 | Emergency | Skilled Nursing Home | 308 | HIP & FEMUR PROCEDURES FOR TRAUMA EXCEPT JOINT REPLACEMENT | 8 | Diseases and Disorders of the Musculoskeletal System and Conn Tissue | 2 | Moderate | Moderate | Surgical | Medicare | Y | 56847.70 | 13424.24 |
| 2186357 | New York City | Manhattan | 7002054.0 | 1464.0 | New York Presbyterian Hospital - Columbia Presbyterian Center | 50 to 69 | M | White | Not Span/Hispanic | 1 | Urgent | Home or Self Care | 175 | PERCUTANEOUS CARDIOVASCULAR PROCEDURES W/O AMI | 5 | Diseases and Disorders of the Circulatory System | 3 | Major | Moderate | Surgical | Insurance Company | N | 52881.66 | 15119.88 |
| 616604 | Long Island | Nassau | 2950002.0 | 528.0 | Nassau University Medical Center | 70 or Older | F | White | Not Span/Hispanic | 2 | Emergency | Home or Self Care | 47 | TRANSIENT ISCHEMIA | 1 | Diseases and Disorders of the Nervous System | 2 | Moderate | Moderate | Medical | Blue Cross | Y | 8366.68 | 7055.45 |